Stocks predicted to rebound

Screening Filters

1. Market Cap ≥ $1B (market_cap: {min: 1000000000})

   • Purpose: Focus on larger, more established companies.
   • Rationale: When talking about “rebound” candidates, larger-cap stocks tend to have:
     • More analyst coverage and institutional interest (better price discovery, fewer wild data distortions).
     • Lower risk of permanent impairment (bankruptcy/delisting) than tiny micro-caps.
       This makes any “rebound” signal more meaningful and less driven by random noise or illiquidity.

2. Bullish MACD (macd: [bullish])

   • Purpose: Identify stocks where momentum is shifting from negative to positive.
   • Rationale: A bullish MACD signal typically means:
     • The short-term moving average is crossing above the longer-term average.
     • Downward momentum is fading and upside momentum is increasing.
       This is a classic technical sign that a stock may be beginning a rebound from a prior downtrend or consolidation.

3. Price Crossing Above 20‑Day Moving Average (moving_average_relationship: [PriceCrossAboveMA20])

   • Purpose: Capture early-stage trend reversals in price.
   • Rationale: The 20‑day moving average is a short-term trend gauge:
     • Price moving from below to above the 20‑day MA often marks the shift from a declining or flat trend to an emerging uptrend.
     • This is consistent with a “rebound” narrative: the stock had been weak or drifting lower, and is now breaking back above a key short-term level.

4. One-Week Rise Probability ≥ 55% (one_week_rise_prob: {min: 55})

   • Purpose: Tilt the list toward stocks with a statistically higher short-term upside probability.
   • Rationale: This filter uses some model or historical pattern to estimate the chance the stock will be higher one week from now:
     • A threshold of 55% is modest but better than a coin flip, suggesting a slight probabilistic edge.
     • This directly aligns with “predicted to rebound,” as it favors names where data implies a higher-than-average chance of near-term price appreciation.

Why Results Match the Question (“stocks are predicted to rebound”)

• The MACD bullish and PriceCrossAboveMA20 filters both look for technical reversal signals, typical hallmarks of a rebound after weakness.
• The one-week rise probability ≥ 55% explicitly adds a prediction component, selecting stocks where models suggest a better-than-average chance of near-term gains.
• The market cap ≥ $1B constraint keeps the list to relatively credible, liquid companies, increasing the reliability of these rebound signals and reducing noise from thinly traded penny stocks.

Together, these filters seek stocks that were likely under pressure or in a lull but are now showing statistically and technically supported signs of turning back up.